Siegert Neuron
Versione 1.2.0.0 (2,91 KB) da
Peter O'Connor
The Siegert Neuron has a transfer function equivalent to a leaky integrate-and-fire neuron.
if y=siegert(x,w,param), an integrate and fire neuron with an array of poisson-process inputs, averaged over a long time, will have an output firing rate that is the same function of the input firing rates:
rate_out=siegert(rate_in,w,param).
The siegert neuron provides a bridge between time-step models and event-driven models.
Cita come
Peter O'Connor (2024). Siegert Neuron (https://www.mathworks.com/matlabcentral/fileexchange/36497-siegert-neuron), MATLAB Central File Exchange. Recuperato .
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